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» Extracting Propositions from Trained Neural Networks
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SSPR
1998
Springer
15 years 1 months ago
Modified Minimum Classification Error Learning and Its Application to Neural Networks
A novel method to improve the generalization performance of the Minimum Classification Error (MCE) / Generalized Probabilistic Descent (GPD) learning is proposed. The MCE/GPD learn...
Hiroshi Shimodaira, Jun Rokui, Mitsuru Nakai
91
Voted
CRV
2005
IEEE
135views Robotics» more  CRV 2005»
15 years 3 months ago
Multi-View Head Pose Estimation using Neural Networks
In the context of human-computer interaction, information about head pose is an important cue for building a statement about humans’ focus of attention. In this paper, we presen...
Michael Voit, Kai Nickel, Rainer Stiefelhagen
99
Voted
ICMCS
2007
IEEE
180views Multimedia» more  ICMCS 2007»
14 years 9 months ago
Content-Based Image Categorization and Retrieval using Neural Networks
We propose a neural network based method for organizing images for content-based image retrieval. We use spectral histogram features, the histograms of filtered images to capture...
Yuhua Zhu, Xiuwen Liu, Washington Mio
73
Voted
IEEEICCI
2003
IEEE
15 years 3 months ago
Signal Classification through Multifractal Analysis and Complex Domain Neural Networks
This paper describes a system capable of classifying stochastic, self-affine, nonstationary signals produced by nonlinear systems. The classification and analysis of these signals...
Witold Kinsner, V. Cheung, K. Cannons, J. Pear, T....
NC
2007
129views Neural Networks» more  NC 2007»
14 years 9 months ago
Sorting of neural spikes: When wavelet based methods outperform principal component analysis
Sorting of the extracellularly recorded spikes is a basic prerequisite for analysis of the cooperative neural behavior and neural code. Fundamentally the sorting performance is de...
Alexey N. Pavlov, Valeri A. Makarov, Ioulia Makaro...